Cleveland Mountain is a summit located in King County, Washington. It appears on the Grotto USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,280.51 feet (1,609.50 m) above sea level. The nearest populated place is Miller River, approximately 2.9 miles to the NNE.